Intern - Data Scientist
Bangalore (Airbus), India
Airbus
Airbus designs, manufactures and delivers industry-leading commercial aircraft, helicopters, military transports, satellites, launchers and more.Job Description:
We are seeking a highly motivated and enthusiastic Data Scientist Intern with a strong interest in Machine Learning to join our growing team. This internship offers an excellent opportunity for a student or recent graduate with limited professional experience to gain hands-on experience in developing, implementing, and evaluating machine learning models for real-world problems. While the primary focus will be on core ML techniques, exposure to and a basic understanding of Generative AI concepts will be considered a valuable asset. You will work alongside experienced data scientists and engineers, contributing to impactful projects and expanding your skills in a supportive and collaborative environment.
Responsibilities:
Data Exploration and Preprocessing: Assist in collecting, cleaning, and preparing data for machine learning tasks. This includes handling missing values, identifying outliers, and performing feature engineering.
Machine Learning Model Development: Learn and apply various machine learning algorithms (e.g., regression, classification, clustering) to solve specific business problems under the guidance of senior team members.
Model Evaluation and Validation: Participate in evaluating model performance using appropriate metrics and validation techniques to ensure robustness and generalization.
Experimentation and Iteration: Assist in designing and executing experiments to test different models and hyperparameter configurations.
Documentation and Communication: Document code, methodologies, and results clearly and concisely. Participate in team meetings and present findings as required.
Learning and Skill Development: Actively learn new machine learning techniques, tools, and best practices through training materials, mentorship, and independent research.
Exposure to Generative AI (Good to Know): Participate in discussions and potentially assist with exploratory projects related to Generative AI, such as understanding basic concepts, exploring pre-trained models, or assisting with data preparation for GenAI tasks (if applicable).
Collaboration: Work effectively with data scientists, engineers, and other stakeholders to understand project requirements and contribute to team goals.
Qualifications:
Currently pursuing or recently completed a Bachelor's or Master's degree in Computer Science, Statistics, Mathematics, Data Science, or a related quantitative field.
Strong foundational knowledge of mathematics (linear algebra, calculus, probability) and statistics.
Familiarity with programming languages commonly used in data science, particularly Python.
Basic understanding of core Machine Learning concepts and algorithms (e.g., linear regression, logistic regression, decision trees, random forests, k-means clustering).
Experience with relevant Python libraries such as NumPy, Pandas, Scikit-learn, and Matplotlib/Seaborn is a plus.
Strong analytical and problem-solving skills with the ability to interpret data and draw meaningful conclusions.
Excellent communication (both written and verbal) and interpersonal skills.
Ability to learn quickly and adapt to new technologies and methodologies.
A proactive attitude and a strong desire to learn and contribute to real-world projects.
Good to Know:
Basic understanding of Generative AI concepts and models (e.g., Large Language Models (LLMs), diffusion models).
Familiarity with any deep learning frameworks (e.g., TensorFlow, PyTorch).
Experience with version control systems (e.g., Git).
Exposure to cloud computing platforms (e.g., AWS, GCP).
This job requires an awareness of any potential compliance risks and a commitment to act with integrity, as the foundation for the Company’s success, reputation and sustainable growth.
Company:
Airbus India Private LimitedEmployment Type:
Internship-------
Experience Level:
StudentJob Family:
DigitalBy submitting your CV or application you are consenting to Airbus using and storing information about you for monitoring purposes relating to your application or future employment. This information will only be used by Airbus.
Airbus is committed to achieving workforce diversity and creating an inclusive working environment. We welcome all applications irrespective of social and cultural background, age, gender, disability, sexual orientation or religious belief.
Airbus is, and always has been, committed to equal opportunities for all. As such, we will never ask for any type of monetary exchange in the frame of a recruitment process. Any impersonation of Airbus to do so should be reported to emsom@airbus.com.
At Airbus, we support you to work, connect and collaborate more easily and flexibly. Wherever possible, we foster flexible working arrangements to stimulate innovative thinking.
Tags: AWS Classification Clustering Computer Science Core ML Deep Learning Diffusion models Engineering Feature engineering GCP Generative AI Git Linear algebra LLMs Machine Learning Mathematics Matplotlib ML models NumPy Pandas Python PyTorch Research Scikit-learn Seaborn Statistics TensorFlow
Perks/benefits: Career development Flex hours
More jobs like this
Explore more career opportunities
Find even more open roles below ordered by popularity of job title or skills/products/technologies used.